{"id":"W2163918617","doi":"10.1109/iembs.2008.4650478","title":"Statistical finite element analysis","year":2008,"lang":"en","type":"article","venue":"","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Western University","funders":"","keywords":"Finite element method; Computer science; Deformation (meteorology); Statistical analysis; Computer vision; Artificial intelligence; Mathematics; Engineering; Structural engineering; Geology; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001330273,0.0007614431,0.0008984734,0.001478868,0.0003775526,0.001086543,0.001730005,0.001000674,0.008147612],"category_scores_gemma":[0.003560866,0.0006286339,0.001249944,0.001270841,0.0006045376,0.0009147235,0.001200768,0.001245283,0.003733157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003116992,"about_ca_system_score_gemma":0.001126971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000821634,"about_ca_topic_score_gemma":0.001363722,"domain_scores_codex":[0.9987689,0.0002400187,0.00007066246,0.0001384586,0.0007175837,0.00006443427],"domain_scores_gemma":[0.998231,0.000875328,0.0001375171,0.0002288838,0.0004949654,0.00003229292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009658141,0.0001121302,0.001823004,0.0004441658,0.0002049559,0.0001876536,0.0002133357,0.404868,0.04196902,0.1448314,0.009642751,0.3956071],"study_design_scores_gemma":[0.000009268056,0.00004002775,0.0003304367,0.00002331216,0.00001845516,0.0001499385,0.00002053186,0.9541056,0.005877022,0.01538377,0.02401916,0.00002249829],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0005068813,0.00004063677,0.9981924,0.00002274222,0.00002004385,0.00001886796,0.00005562138,0.0004370288,0.0007058734],"genre_scores_gemma":[0.06864534,0.0002885075,0.9249103,0.0001195964,0.00005787851,0.0004476241,0.0005613085,0.0005620864,0.004407371],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008147612,"threshold_uncertainty_score":0.02725655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546257206881232,"score_gpt":0.2187845682815247,"score_spread":0.2033219962127124,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}